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A brief description of the article -
Tree based algorithms are important for every data scientist to learn. In fact, tree models are known to provide the best model performance in the family of whole machine learning algorithms. This tutorial covers the most important topics in decision trees until GBM and XGBoost. The article discusses about tree based modeling from scratch. It then mentions the importance of decision trees and how that simplistic concept is being used in boosting algorithms.